Seminar Data Mining in Finance
- Typ: Seminar (in englischer Sprache)
- Lehrstuhl: Lehrstuhl für Ökonometrie und Statistik
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Ort:
Blockveranstaltung, tba
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Zeit:
Blockveranstaltung, tba
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Dozent:
Nazemi
- SWS: 2
- ECTS: 4
- LVNr.: 2521389
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Prüfung:
nach Vereinbarung
Content
- Introduction to Big Data Mining
- Networks in finance
- Big Data Mining Tools
- Fraud Detection with Hadoop
- Text Mining for Market Prediction
- Financial Network and Contagion
- Credit Scoring using Social Network Data
- Social Network Analysis for consumer churn prediction
- Big Data Mining in Finance
- Big Data Mining in Business
Literature:
- Baesens, B., (2014). Analytics in a Big Data World: The Essential Guide to Data Science and its Applications, Wiley.
- Chen, M., Mao, S., Zhang, Z., Leung, V., (2014). Big Data: Related Technologies, Challenges and Future Prospects, Springer.
- Jackson, M. O., (2010). Social and Economic Networks, Princeton University Press.
- Leskovec, J., Rajaraman, A., Ullman, J. D., (2014). Mining of Massive Datasets, Cambridge University Press.
- Prajapati, V., (2013). Big Data Analytics with R and Hadoop, Packt Publishing
Closing date for registrations will be September 25th 2016. You can either register here or via email.